conftrace_

circuit design

8 papers

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Co-occurring keywords

graph neural network (3962) message passing (579) electronic design automation (10) quantum machine learning (27) machine learning (436) tree structure (140) language model (4599) surrogate model (181) physics-informed learning (66) inverse design (13)

Papers

SynC-LLM: Generation of Large-Scale Synthetic Circuit Code with Hierarchical Language Models EMNLP 2025
VerilogCoder: Autonomous Verilog Coding Agents with Graph-based Planning and Abstract Syntax Tree (AST)-based Waveform Tracing Tool AAAI 2025
Circuit Design and Efficient Simulation of Quantum Inner Product and Empirical Studies of Its Effect on Near-Term Hybrid Quantum-Classic Machine Learning CVPR 2024
Graph of Circuits with GNN for Exploring the Optimal Design Space NIPS 2023
Circuit as Set of Points NIPS 2023
SyncTREE: Fast Timing Analysis for Integrated Circuit Design through a Physics-informed Tree-based Graph Neural Network NIPS 2023
Versatile Multi-stage Graph Neural Network for Circuit Representation NIPS 2022
Circuit-GNN: Graph Neural Networks for Distributed Circuit Design ICML 2019